journal article·2022-12-14Open access

RFID Authentication System Based on User Biometric Information

Yuanmu Huang, Bin Fu, Ningwei Peng, Yanwen Ba, Xuan Liu, Shigeng Zhang

Applied Sciences· Volume 12· Issue 24

Abstract

Traditional authentication technologies usually perform identity authentication based on user information verification (e.g., entering the password) or biometric information (e.g., fingerprints). However, there are security risks when applying only these authentication methods. For example, if the password is compromised, it is unlikely to determine whether the user entering the password is legitimate. In this paper, we subdivide biometric information into physiological and behavioral information, and we propose a novel user authentication system, RF-Ubia, which utilizes the low-cost radio frequency identification (RFID) technology to capture unique biological or behavioral information rooted in the user and can be used in two schemes for user authentication. Consisting of an array of nine passive tags and a commercial RFID reader, RF-Ubia provides double assurance for security of identity authentication by combining user information and biometric characteristics. It first verifies the user’s password, and then identifies the biometric characteristics of the legitimate user. Due to the coupling effect among tags, any change in tag signal caused by the user’s touch will affect other tag signals at the same time. Since each user has different fingertip impedance, their touch will cause unique tag signal changes. Therefore, by combining biometric information, the tag array will uniquely identify users. The evaluation results show that RF-Ubia achieves excellent authentication performance with an average recognition rate of 93.8%.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: User Authentication and Security Systems · RFID technology advancements · Biometric Identification and Security

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

College of Computer Science and Electronic Engineering, Hunan University, Changsha 410082, China

State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing 210023, China

School of Computer Science, Central South University, Changsha 410008, China

Funding

National Natural Science Foundation of China · Hunan Provincial Natural Science Foundation of China · National Defense Science and Technology Innovation Special Zone Project of China

References (31)

Show source-provided references
1. Vital Signs Monitoring with RFID: Opportunities and Challenges10.1109/MNET.2019.1800014 ↗
2. Accurate Respiration Monitoring for Mobile Users With Commercial RFID Devices10.1109/JSAC.2020.3020604 ↗
3. Chen, Z., Yang, P., Xiong, J., Feng, Y., and Li, X. (2020, January 27–30). TagRay: Contactless Sensing and Tracking of Mobile Objects using COTS RFID Devices. Proceedings of the 39th IEEE Conference on Computer Communications, INFOCOM 2020, Beijing, China.10.1109/INFOCOM41043.2020.9155531 ↗
4. CBID: A Customer Behavior Identification System Using Passive Tags10.1109/TNET.2015.2501103 ↗
5. Pradhan, S., Chai, E., Sundaresan, K., Qiu, L., Khojastepour, M.A., and Rangarajan, S. (2017, January 16–20). RIO: A Pervasive RFID-based Touch Gesture Interface. Proceedings of the 23rd Annual International Conference on Mobile Computing and Networking, MobiCom 2017, Snowbird, UT, USA.
6. RF-ECG: Heart Rate Variability Assessment Based on COTS RFID Tag Array10.1145/3214288 ↗
7. Wang, C., Xie, L., Zhang, K., Wang, W., Bu, Y., and Lu, S. (May, January 29). Spin-Antenna: 3D Motion Tracking for Tag Array Labeled Objects via Spinning Antenna. Proceedings of the 2019 IEEE Conference on Computer Communications, INFOCOM 2019, Paris, France.10.1109/INFOCOM.2019.8737372 ↗
8. Wang, G., Cai, H., Qian, C., Han, J., Li, X., Ding, H., and Zhao, J. (November, January 29). Towards Replay-resilient RFID Authentication. Proceedings of the the 24th Annual International Conference on Mobile Computing and Networking, MobiCom 2018, New Delhi, India.10.1145/3241539.3241541 ↗
9. Hu-Fu: Replay-Resilient RFID Authentication10.1109/TNET.2020.2964290 ↗
10. Zhao, C., Li, Z., Liu, T., Ding, H., Han, J., Xi, W., and Gui, R. (May, January 29). RF-Mehndi: A Fingertip Profiled RF Identifier. Proceedings of the 2019 IEEE Conference on Computer Communications, INFOCOM 2019, Paris, France.10.1109/INFOCOM.2019.8737419 ↗
11. Feng, H., Fawaz, K., and Shin, K.G. (2017, January 16–20). Continuous Authentication for Voice Assistants. Proceedings of the 23rd Annual International Conference on Mobile Computing and Networking, MobiCom 2017, Snowbird, UT, USA.10.1145/3117811.3117823 ↗
12. Lin, F., Song, C., Zhuang, Y., Xu, W., Li, C., and Ren, K. (2017, January 16–20). Cardiac Scan: A Non-contact and Continuous Heart-based User Authentication System. Proceedings of the 23rd Annual International Conference on Mobile Computing and Networking, MobiHoc’17, Snowbird, UT, USA.10.1145/3117811.3117839 ↗
13. Hu, B., Zhao, T., Wang, Y., Cheng, J., Howard, R., Chen, Y., and Wan, H. (2022, January 17–20). BioTag: Robust RFID-based continuous user verification using physiological features from respiration. Proceedings of the 23th International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing, MobiHoc’22, Seoul, Republic of Korea.10.1145/3492866.3549718 ↗
14. Zhao, T., Wang, Y., Liu, J., Chen, Y., Cheng, J., and Yu, J. (2020, January 27–30). TrueHeart: Continuous Authentication on Wrist-worn Wearables Using PPG-based Biometrics. Proceedings of the 2020 IEEE Conference on Computer Communications, INFOCOM 2020, Beijing, China.10.1109/INFOCOM41043.2020.9155526 ↗
15. Xu, W., Liu, J., Zhang, S., Zheng, Y., Lin, F., Han, J., Xiao, F., and Ren, K. (2021, January 10–13). RFace: Anti-Spoofing Facial Authentication Using COTS RFID. Proceedings of the 2021 IEEE Conference on Computer Communications, INFOCOM 2021, Vancouver, BC, Canada.10.1109/INFOCOM42981.2021.9488737 ↗
16. TagBreathe: Monitor Breathing with Commodity RFID Systems10.1109/TMC.2019.2900214 ↗
17. Li, T., Luo, W., Mo, Z., and Chen, S. (2012, January 25–30). Privacy-preserving RFID authentication based on cryptographical encoding. Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA.
18. Lu, L., Han, J., Xiao, R., and Liu, Y. (2009, January 19–25). ACTION: Breaking the Privacy Barrier for RFID Systems. Proceedings of the INFOCOM 2009, 28th IEEE International Conference on Computer Communications, Joint Conference of the IEEE Computer and Communications Societies, Rio de Janeiro, Brazil.10.1109/INFCOM.2009.5062117 ↗
19. Private and Secure Tag Access for Large-Scale RFID Systems10.1109/TDSC.2015.2427833 ↗
20. Security and Privacy Aspects of Low-Cost Radio Frequency Identification Systems10.1007/978-3-540-39881-3_18 ↗
21. Yao, Q., Qi, Y., Han, J., Zhao, J., Li, X., and Liu, Y. (2009, January 9–13). Randomizing RFID Private Authentication. Proceedings of the Seventh Annual IEEE International Conference on Pervasive Computing and Communications, PerCom 2009, Galveston, TX, USA.
22. Ding, H., Han, J., Zhang, Y., Xiao, F., Xi, W., Wang, G., and Jiang, Z. (2018, January 16–19). Preventing Unauthorized Access on Passive Tags. Proceedings of the 2018 IEEE Conference on Computer Communications, INFOCOM 2018, Honolulu, HI, USA.10.1109/INFOCOM.2018.8486424 ↗
23. Arbitrator2.0: Preventing Unauthorized Access on Passive Tags10.1109/TMC.2020.3017484 ↗
24. GenePrint: Generic and Accurate Physical-Layer Identification for UHF RFID Tags10.1109/TNET.2015.2391300 ↗
25. Yang, L., Peng, P., Dang, F., Wang, C., Li, X., and Liu, Y. (May, January 26). Anti-counterfeiting via federated RFID tags’ fingerprints and geometric relationships. Proceedings of the 2015 IEEE Conference on Computer Communications, INFOCOM 2015, Hong Kong, China.10.1109/INFOCOM.2015.7218580 ↗
26. Chen, X., Liu, J., Wang, X., Liu, H., Jiang, D., and Chen, L. (2020, January 25–27). Eingerprint: Robust Energy-related Fingerprinting for Passive RFID Tags. Proceedings of the 17th USENIX Symposium on Networked Systems Design and Implementation, NSDI 2020, Santa Clara, CA, USA.
27. Twins: Device-Free Object Tracking Using Passive Tags10.1109/TNET.2015.2429657 ↗
28. Yang, L., Chen, Y., Li, X., Xiao, C., Li, M., and Liu, Y. (2014, January 7–11). Tagoram: Real-time tracking of mobile RFID tags to high precision using COTS devices. Proceedings of the 20th Annual International Conference on Mobile Computing and Networking, MobiCom’14, Maui, HI, USA.10.1145/2639108.2639111 ↗
29. Fast and Reliable Dynamic Tag Estimation in Large-Scale RFID Systems10.1109/JIOT.2020.3015943 ↗
30. Flexible and Time-Efficient Tag Scanning with Handheld Readers10.1109/TMC.2014.2381252 ↗
31. GRfid: A device-free RFID-based gesture recognition system10.1109/TMC.2016.2549518 ↗